Accurate predictions require considering not only AI's technical capabilities but also changes in the actual industry ecosystem and workflows.
Discusses the emergence of superintelligence and alignment problems that arise when AI automates AI research to achieve recursive self-improvement.
If AI performs human-level cognitive labor, economic growth is expected to accelerate explosively alongside the proliferation of robots.
Cursor is preparing to launch 'Origin', a code review platform that supports collaboration between agents and humans.
Nvidia reduced AI agent costs to 1/3 by routing to the optimal model for each task stage using Nemotron 3.5 Lightning and Switchyard.
OpenAI's key executive and COO, Brad Lightcap, is leaving the company to pursue new challenges.
Vercel has integrated coding agent setup and model/cost management through AI Gateway.
Existing worker retraining programs appear insufficient to address large-scale job displacement caused by AI.
Vercel now provides a free domain for one year to all Pro teams.
Vercel has built a software factory to automate the handling of issues and PRs for the AI SDK.
Vercel AI Gateway adds Grok 4.6 with 500K token support.
xAI released Grok 4.6, enhancing long-running agents and visual/interactive tasks.
AI call centers combine natural language dialogue and automation to reduce customer service costs and wait times.
Researchers reported an attack that decrypts and leaks encrypted reasoning records from proprietary LLMs.
Vercel performed a zero-downtime migration of the persistent state in its build warm pool from Redis to DynamoDB.
WorldClaw generates editable 3D open worlds from a single prompt.
Experimental results suggest that LLMs can partially detect and regulate their internal states.
The new DD method ensures asymptotic alignment between training and test errors at each iteration step.
Vercel Connect has added observability features to track token lifecycles.
Healthcare institutions can ensure scalability by deploying AI agents starting with high-frequency, low-risk tasks.
llama.cpp inference speed on Apple Silicon macOS VMs was increased up to 16x using a Metal compatibility layer.
In the era of AI agents, developers become orchestrators of software delivery systems, moving beyond being code writers.
Vercel has officially launched Enterprise Managed Users (EMU).
A simulator has been released to experience the economics of recursive self-improvement in AI research.
AI Briefing